Run
509680

Run 509680

Task 3921 (Supervised Classification) jEdit_4.0_4.2 Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(3)Learner classif.gbm from package(s) gbm.
classif.gbm(3)_seed1
classif.gbm(3)_kindMersenne-Twister
classif.gbm(3)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7008
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6958
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4044
Cross-validation details (10-fold Crossvalidation)
KB relative information score
111.8881
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2956
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4998
Cross-validation details (10-fold Crossvalidation)
Number of instances
274
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7248
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7044
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9997
Cross-validation details (10-fold Crossvalidation)
Recall
0.7044
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5915
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5437
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0877
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.388
UserCPU time millis testing
0.047
UserCPU time millis training
0.341